We build models that sit inside your existing workflows, trained on your data, measured against your revenue targets. Based in Scotland, serving the UK and beyond.
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What we deliver
Demand forecasting, churn prediction, maintenance scheduling. We train regression and classification models on your historical records and hand you a dashboard your operations team can actually use. Most clients see measurable ROI within the first quarter.
Sentiment analysis on customer reviews. Automated document classification for legal or compliance teams. Chatbot backends that understand context, not just keywords. We fine-tune large language models so they speak your domain vocabulary fluently.
Quality control on production lines, shelf-stock monitoring in retail, medical image screening. Our convolutional neural networks process images in real time at the edge or in the cloud, depending on latency requirements and budget.
Not every problem needs a neural network. Sometimes a well-designed rule engine or a simple logistic regression outperforms a transformer. We audit your data estate, identify the highest-value use cases, and map a twelve-month roadmap with clear milestones and cost estimates.
A model is only as reliable as the data feeding it. We design extraction, transformation and loading pipelines that clean, validate and version your datasets. Whether you run on AWS, Azure, GCP or on-premises servers, we integrate with your existing stack.
Measured outcomes
We track every model against the KPIs agreed during scoping. Here are patterns we see across engagements:
How we work
We spend two to three days with your team, reviewing data sources, interviewing stakeholders, and defining success criteria. No code written yet, just sharp questions and honest answers about what is feasible.
A working prototype trained on a subset of your data, delivered within three weeks. You evaluate accuracy, speed, and usability before committing to a full build. If the numbers disappoint, we stop here and you owe nothing beyond the discovery fee.
Model hardening, API integration, monitoring dashboards, and automated retraining schedules. We deploy into your environment and run load tests until performance meets the SLA.
Data drift detection, model versioning, quarterly performance reviews. Your account lead is a senior engineer who knows your codebase, not a rotating support desk.
Common questions
It depends on the problem. A classification task with ten clearly defined categories can work well with a few thousand labelled examples. Time-series forecasting usually needs at least two full seasonal cycles. During discovery we assess your data volume and quality honestly. If there is not enough signal, we tell you before any modelling begins.
Yes. Our office is in St. Wintheiser, but most engagements are remote-first. We have delivered projects for clients in London, Dublin, Amsterdam, and two firms in the United States. On-site visits are arranged when the project scope warrants them.
Discovery runs between £2,500 and £5,000. A proof of concept sits in the £8,000 to £18,000 range depending on complexity. Full production builds vary widely; a straightforward predictive model might be £25,000 while a multi-modal computer vision system could reach six figures. We provide fixed-price quotes after discovery so there are no surprises.
You do. Every model, dataset derivative, and pipeline script we create during an engagement belongs to your company. We retain the right to reuse general methodologies and open-source tooling, but your proprietary data and trained weights are yours alone.
We have built integrations for Salesforce, SAP, Dynamics 365, Shopify, custom ERPs, and a range of internal tools using REST and gRPC APIs. If your system exposes an interface, we can connect to it. If it does not, we discuss middleware options during scoping.
Get in touch
Whether you have a clear brief or just a hunch that AI could help, we are happy to talk it through. The initial conversation is free and typically lasts 30 minutes.
Visit us:
344 North Lane, St. Wintheiser, Scotland, BS06 0PD, United Kingdom
Call:
+44 372 561 7082
Email:
[email protected]